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opensecura / 3p / openxla / iree / c6092c4c57ab2dc1165c437b59b7de573e45c69e
commitc6092c4c57ab2dc1165c437b59b7de573e45c69e[log] [tgz]
authorStella Laurenzo <laurenzo@google.com>Sat Mar 25 19:55:37 2023 -0700
committerGitHub <noreply@github.com>Sat Mar 25 19:55:37 2023 -0700
treeaaa274fc8d5986add737bf11d43941aaabcd9fcb
parent036391f2e2b128267c89c25c08b7e21e0f0e1892 [diff]
Re-organizes compiler plugins. (#12763)

* Changes the include mechanism to just point at directories which
contain iree_compiler_plugin_group.cmake files that control what else
gets included
* Moves the compiler/plugins/example plugin to samples/compiler_plugins
* Make all plugins under samples/compiler_plugins get built if
IREE_BUILD_SAMPLES
* Activates the unit test in simple_io_sample.
* Hard-codes the bazel build to include the sample plugins for now (I
was half done with parameterizing this but gave up for now upon hitting
bazel unfathomables that were too much for a Friday). I need to be able
to write tests against these plugins since they will verify the
mechanism. So this seems like the least bad thing for now.
12 files changed
tree: aaa274fc8d5986add737bf11d43941aaabcd9fcb
  1. .github/
  2. benchmarks/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. lib/
  9. llvm-external-projects/
  10. runtime/
  11. samples/
  12. tests/
  13. third_party/
  14. tools/
  15. .bazelignore
  16. .bazelrc
  17. .bazelversion
  18. .clang-format
  19. .dockerignore
  20. .gitignore
  21. .gitmodules
  22. .pylintrc
  23. .style.yapf
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. README.md
  33. WORKSPACE
README.md

IREE: Intermediate Representation Execution Environment

IREE (Intermediate Representation Execution Environment, pronounced as “eerie”) is an MLIR-based end-to-end compiler and runtime that lowers Machine Learning (ML) models to a unified IR that scales up to meet the needs of the datacenter and down to satisfy the constraints and special considerations of mobile and edge deployments.

See our website for project details, user guides, and instructions on building from source.

CI Status

Project Status

IREE is still in its early phase. We have settled down on the overarching infrastructure and are actively improving various software components as well as project logistics. It is still quite far from ready for everyday use and is made available without any support at the moment. With that said, we welcome any kind of feedback on any communication channels!

Communication Channels

Related Project Channels

  • MLIR topic within LLVM Discourse: IREE is enabled by and heavily relies on MLIR. IREE sometimes is referred to in certain MLIR discussions. Useful if you are also interested in MLIR evolution.

Architecture Overview

IREE Architecture IREE Architecture

See our website for more information.

Presentations and Talks

  • 2021-06-09: IREE Runtime Design Tech Talk (recording and slides)
  • 2020-08-20: IREE CodeGen: MLIR Open Design Meeting Presentation (recording and slides)
  • 2020-03-18: Interactive HAL IR Walkthrough (recording)
  • 2020-01-31: End-to-end MLIR Workflow in IREE: MLIR Open Design Meeting Presentation (recording and slides)

License

IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.